Gies College of Business at UIUC

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IrohXu 

authored 3 papers about 2 months ago

Drive as You Speak: Enabling Human-Like Interaction with Large Language Models in Autonomous Vehicles

Paper • 2309.10228 • Published Sep 19, 2023

On-Board Vision-Language Models for Personalized Autonomous Vehicle Motion Control: System Design and Real-World Validation

Paper • 2411.11913 • Published Nov 17, 2024

MedSAM3: Delving into Segment Anything with Medical Concepts

Paper • 2511.19046 • Published Nov 24, 2025 • 49

chengq9 

authored 6 papers 3 months ago

RM-R1: Reward Modeling as Reasoning

Paper • 2505.02387 • Published May 5, 2025 • 79

SafeSwitch: Steering Unsafe LLM Behavior via Internal Activation Signals

Paper • 2502.01042 • Published Feb 3, 2025 • 1

A Survey of Self-Evolving Agents: On Path to Artificial Super Intelligence

Paper • 2507.21046 • Published Jul 28, 2025 • 82

UserBench: An Interactive Gym Environment for User-Centric Agents

Paper • 2507.22034 • Published Jul 29, 2025 • 30

LoCoBench: A Benchmark for Long-Context Large Language Models in Complex Software Engineering

Paper • 2509.09614 • Published Sep 11, 2025 • 7

UserRL: Training Interactive User-Centric Agent via Reinforcement Learning

Paper • 2509.19736 • Published Sep 24, 2025 • 12

siyuwu4 

authored a paper 4 months ago

The Unanticipated Asymmetry Between Perceptual Optimization and Assessment

Paper • 2509.20878 • Published Sep 25, 2025 • 3

tianxinwei 

authored 4 papers 4 months ago

NTK-approximating MLP Fusion for Efficient Language Model Fine-tuning

Paper • 2307.08941 • Published Jul 18, 2023 • 1

Towards Unified Multi-Modal Personalization: Large Vision-Language Models for Generative Recommendation and Beyond

Paper • 2403.10667 • Published Mar 15, 2024 • 1

SelfElicit: Your Language Model Secretly Knows Where is the Relevant Evidence

Paper • 2502.08767 • Published Feb 12, 2025

WAPITI: A Watermark for Finetuned Open-Source LLMs

Paper • 2410.06467 • Published Oct 9, 2024

IrohXu 

authored 2 papers 6 months ago

SocialGesture: Delving into Multi-person Gesture Understanding

Paper • 2504.02244 • Published Apr 3, 2025

Fine-Grained Preference Optimization Improves Spatial Reasoning in VLMs

Paper • 2506.21656 • Published Jun 26, 2025 • 16

tianxinwei 

authored a paper 7 months ago

Saffron-1: Towards an Inference Scaling Paradigm for LLM Safety Assurance

Paper • 2506.06444 • Published Jun 6, 2025 • 73

chengq9 

authored 3 papers 9 months ago

Tool Learning with Foundation Models

Paper • 2304.08354 • Published Apr 17, 2023 • 3

CREATOR: Disentangling Abstract and Concrete Reasonings of Large Language Models through Tool Creation

Paper • 2305.14318 • Published May 23, 2023

Tell Me More! Towards Implicit User Intention Understanding of Language Model Driven Agents

Paper • 2402.09205 • Published Feb 14, 2024